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Data Analysis


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Last updated on 2020-12-11.

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Anran Zhao

I am about quantitative analysis of educational data. I have experience in analysing international large-scale assessment data, factor analysis AND item response theory.

Education

PhD. Candidate, Education (expected submission March 2021)

The University of Auckland

Auckland, New Zealand

Current - 2017

  • The research topic focuses on two plausible causes in differential performance between Shanghai and New Zealand on PISA 2012. Two hypotheses were studies: a) the elite status of Shanghai population is not comparable with a country; b) students from Shanghai exhibit high test-taking motivation for tests that are high-stakes for their country.
  • Supervisors: Prof. Gavin T. L. Brown & Dr. Kane Meissel

MA, Education

China Agricultural University

Beijing, China

2015 - 2013

  • Thesis: A comparison of art curriculum between China and the United States in K12 education.

BA, Civil Engineering; Finance (Minor)

China Agricultural University

Beijing, China

2013 - 2009

  • Designed various building plans for the dairy farm agricultural industry.
  • Developed good mathematical skills including calculus, algebra and linear algebra.

Research Experience

Research Assistant

N/A

The University of Auckland

Current - Dec.2020

  • Title: Measuring education vulnerability, for Dr. Ritesh Shah
  • Investigates students’ behavioural change due to distance learning as a result of the spread of COVID-19 in Palestine.

Research Assistant

Quant Dare

The University of Auckland

Oct.2020 - Sep.2020

  • Title: Creative schools initiative research project, for Prof. Peter O’Connor
  • Multivariate data analysis and data visulisation for creative school index for the New Zealand school data.
  • Zhao, A. (2020, October). CSI School Creativity Survey: NZ Norms Analysis. (Quant-DARE Tech. Rep. #2020_05). The University of Auckland, Auckland, NZ.

Research Assistant

N/A

The University of Auckland

Jul.2020 - May.2020

  • Title: Review of research in teaching and learning of writing, for Prof. Judy Parr
  • Conducted systematic literature searches, complied spreadsheets of contents for a review study on teaching and learning of writing.

Research Assistant

Quant Dare

The University of Auckland

Aug.2018

  • Title: Portugueses university students’ conceptions of assessment: taking responsibility for achievement
  • Independently analyzed statistical models of students’ conceptions of assessment inventory for Portuguese higher education institutional data.
  • Flores, M.A., Brown, G., Pereira, D. et al. Portuguese university students’ conceptions of assessment: taking responsibility for achievement. High Educ 79, 377–394 (2020). https://doi.org/10.1007/s10734-019-00415-2



Teaching Experience

I am also passionate about teaching. The interaction that happens in the classroom is intelectually stimulating and rewarding.

Graduate Teaching Assistant

N/A

The University of Auckland

2020 - 2018

  • Course: EDUC 706, Measurement and Advanced Statistics
  • Lead tutorial sessions for an advanced statistical analysis for research in education course for three consecutive semesters.

Publications, Posters, and Talks

New Zealand Students’ Test-Taking Motivation: A Quasi-Experimental Study Examining the Effects of Stakes

N/A

N/A

In Review

  • Authored with Gavin T.L. Brown, Kane Meissel

The Impact of Stakes on Students’ Test-taking Motivation

The ITC 12th Conference on Tests and Testing

N/A

2021

  • Presentation was accepted and postponed to 2021 due to the spread of COVID-19.
  • Zhao, A., Brown, G. T. L., & Meissel, K. (2020, July). The impact of stakes on students’ test-taking motivation, a quasi-experimental study in Shanghai. Paper accepted for the biennial meeting of the International Test Commission, Luxemburg. (conference cancelled)

Propensity Score Matching and Its Application in PISA

The Psychological Studies in Education and Social Work, University of Auckland

N/A

2020

  • Gave a talk on the influence of students’ conceptions of assessment on their test-taking motivation.

The Influence of Stakes on Students’ Test-taking Motivation: A Quasi-Experimental Study in Shanghai

Doctoral and Postgraduate Symposium, University of Auckland

N/A

2019

  • Students’ conceptions of assessment influences their test-taking motivation.
  • Students reported high levels of effort expenditure regardless of test-taking stakes.